2 papers
cs.CE2025
Meshless projection model-order reduction via reference spaces for smoothed-particle hydrodynamics
Steven N. Rodriguez, Steven L. Brunton, Liam K. Magargal +6
A model-order reduction framework for the meshless smoothed-particle hydrodynamics (SPH) method is presented. The proposed framework introduces the concept of modal reference space…
cs.CE2024
Projection-based model-order reduction via graph autoencoders suited for unstructured meshes
Liam K. Magargal, Parisa Khodabakhshi, Steven N. Rodriguez +2
This paper presents the development of a graph autoencoder architecture capable of performing projection-based model-order reduction (PMOR) using a nonlinear manifold least-squares…